Your question is Design High-Throughput Labeling API. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Architect a backend API for a high-throughput data labeling task distribution system at Scale AI.
Define the API and execution approach for assigning labeling tasks, tracking task state, handling concurrent workers, and supporting reliable operation under high throughput. Address data consistency, retries, prioritization, observability, scalability, and the rollout plan. Explain key trade-offs and how you would validate the design before production use.
